mental health

A selection of our current projects

The Medical Machine Learning Lab develops Machine Learning solutions in all areas of medicine.

Real-time Acute Kidney Injury (AKI) Prediction

A deterioration in renal function and acute kidney injury (AKI) is one of the most common complications patients in the intensive care unit (ICU) experience.

Biomarkers for Major Depressive Disorder

Considering that biological psychiatry is built on the premise that mental disorders have a neural basis, it is essential for the field to derive biomarkers of MDD informative on the level of the individual patients.

ReMap: Remote Monitoring in Psychiatry

Together with Prof. Dr. Nils Opel from the Department of Psychiatry and Psychotherapy at Jena University Hospital, we aim to advance mental health research and improve the lives of individuals with mental disorders.

Digital Twin

Many diseases afflict individuals not only with acute symptoms, but also with long-term, chronic burdens that extend far beyond single episodes.

Wearable Technology for Mental Health

Our goal is to improve mental health outcomes and enhance the well-being of individuals grappling with mental disorders.